FUZZY NONPARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS

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Shokri Soheil; SADEGHPOUR GILDEH BAHRAM; Mohtashami Borzadaran Gholam Reza; FATHI VAJARGAH BEHROUZ

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING
Year:2017 | Issue:13

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Title

FUZZY NONPARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS

Author(s)

Shokri Soheil | SADEGHPOUR GILDEH BAHRAM | Mohtashami Borzadaran Gholam Reza | FATHI VAJARGAH BEHROUZ

Keywords

PARALLEL SYSTEMS

LOWER AND UPPER PROBABILITIES

NONPARAMETRIC PREDICTIVE INFERENCE

FUZZY NUMBER

Abstract

THIS PAPER PRESENTS FUZZY LOWER AND UPPER PROBABILITIES FOR THE RELIABILITY OF PARALLEL SYSTEMS. ATTENTION IS RESTRICTED TO PARALLEL SYSTEMS WITH EXCHANGEABLE COMPONENTS. IN THIS PAPER WE CONSIDER THE PROBLEM OF THE EVALUATION OF SYSTEM RELIABILITY BASED ON THE NONPARAMETRIC PREDICTIVE INFERENTIAL (NPI) APPROACH, IN WHICH THE DEFINING THE PARAMETERS OF RELIABILITY FUNCTION AS CRISP VALUES IS NOT POSSIBLE AND PARAMETERS OF RELIABILITY FUNCTION ARE DESCRIBED USING A TRIANGULAR FUZZY NUMBER. FORMULA OF A FUZZY RELIABILITY FUNCTION AND ITS A-CUT SET ARE PRESENTED. THE FUZZY RELIABILITY OF STRUCTURES IS DEFINED ON THE BASIS OF FUZZY NUMBER. FURTHERMORE, THE FUZZY RELIABILITY FUNCTIONS OF PARALLEL SYSTEMS DISCUSSED. FINALLY, SOME NUMERICAL EXAMPLES ARE PRESENTED TO ILLUSTRATE HOW TO CALCULATE THE FUZZY RELIABILITY FUNCTION AND ITS A-CUT SET. IN OTHER WORDS, THE AIM OF THIS PAPER IS PRESENT A NEW METHOD TITLED FUZZY NON-PARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS.

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APA: Copy

Shokri, Soheil, SADEGHPOUR GILDEH, BAHRAM, Mohtashami Borzadaran, Gholam Reza, & FATHI VAJARGAH, BEHROUZ. (2017). FUZZY NONPARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS. INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. SID. https://sid.ir/paper/938221/en

Vancouver: Copy

Shokri Soheil, SADEGHPOUR GILDEH BAHRAM, Mohtashami Borzadaran Gholam Reza, FATHI VAJARGAH BEHROUZ. FUZZY NONPARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS. 2017. Available from: https://sid.ir/paper/938221/en

IEEE: Copy

Soheil Shokri, BAHRAM SADEGHPOUR GILDEH, Gholam Reza Mohtashami Borzadaran, and BEHROUZ FATHI VAJARGAH, “FUZZY NONPARAMETRIC PREDICTIVE INFERENCE FOR THE RELIABILITY OF PARALLEL SYSTEMS,” presented at the INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. 2017, [Online]. Available: https://sid.ir/paper/938221/en

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